The performance of Multilevel Structural Equation Modeling (MSEM) in comparison to Multilevel Modeling (MLM) in multilevel mediation analysis with non-normal data

[1]  Bengt Muthén,et al.  MULTILEVEL ASPECTS OF VARYING PARAMETERS IN STRUCTURAL MODELS , 1989 .

[2]  D. A. Kenny,et al.  Process Analysis , 1981 .

[3]  Allen I. Fleishman.  A method for simulating non-normal distributions , 1978 .

[4]  G. A. Marcoulides.  Multilevel Analysis Techniques and Applications , 2002 .

[5]  D. Mackinnon.  Introduction to Statistical Mediation Analysis , 2008 .

[6]  Patrick J Curran,et al.  Have Multilevel Models Been Structural Equation Models All Along? , 2003, Multivariate behavioral research.

[7]  Cora J. M. Maas,et al.  The influence of violations of assumptions on multilevel parameter estimates and their standard errors , 2004, Comput. Stat. Data Anal..

[8]  B. Muthén,et al.  Multilevel Covariance Structure Analysis , 1994 .

[9]  B. Muthén,et al.  The multilevel latent covariate model: a new, more reliable approach to group-level effects in contextual studies. , 2008, Psychological methods.

[10]  Michel Janosz,et al.  Early Adolescent Depression Symptoms and School Dropout: Mediating Processes Involving Self-Reported Academic Competence and Achievement , 2013 .

[11]  Daniel J. Bauer.  Estimating Multilevel Linear Models as Structural Equation Models , 2003 .

[12]  D. A. Kenny,et al.  Lower Level Mediation in Multilevel Models , 2022 .

[13]  L S Freedman,et al.  Sample size for studying intermediate endpoints within intervention trails or observational studies. , 1992, American journal of epidemiology.

[14]  Bengt Muthén,et al.  Latent variable modeling in heterogeneous populations , 1989 .

[15]  R. P. McDonald,et al.  Structural Equations with Latent Variables , 1989 .

[16]  Michael C Neale,et al.  People are variables too: multilevel structural equations modeling. , 2005, Psychological methods.

[17]  Kristopher J Preacher,et al.  Testing Multilevel Mediation Using Hierarchical Linear Models , 2008 .

[18]  D. Mackinnon,et al.  Estimating Mediated Effects in Prevention Studies , 1993 .

[19]  C. Clogg,et al.  Statistical Methods for Analyzing Collapsibility in Regression Models , 1992 .

[20]  T. Micceri.  The unicorn, the normal curve, and other improbable creatures. , 1989 .

[21]  A. Hayes.  Beyond Baron and Kenny: Statistical Mediation Analysis in the New Millennium , 2009 .

[22]  S. West,et al.  A comparison of methods to test mediation and other intervening variable effects. , 2002, Psychological methods.

[23]  Davood Tofighi,et al.  Multilevel Mediation Analysis: Statistical Assumptions and Centering , 2010 .

[24]  M. Sobel.  Some New Results on Indirect Effects and Their Standard Errors in Covariance Structure Models , 1986 .

[25]  D. Mackinnon,et al.  Multilevel Modeling of Individual and Group Level Mediated Effects , 2001, Multivariate behavioral research.

[26]  Kristopher J Preacher,et al.  A general multilevel SEM framework for assessing multilevel mediation. , 2010, Psychological methods.

[27]  D P MacKinnon,et al.  Multilevel Mediation Modeling in Group-Based Intervention Studies , 1999, Evaluation review.

[28]  D. Mackinnon,et al.  A Simulation Study of Mediated Effect Measures. , 1995, Multivariate behavioral research.

[29]  C. D. Vale,et al.  Simulating multivariate nonnormal distributions , 1983 .

[30]  J. Hox,et al.  An introduction to structural equation modeling , 1998 .

[31]  M. Sobel.  Asymptotic Confidence Intervals for Indirect Effects in Structural Equation Models , 1982 .

[32]  Kristopher J Preacher,et al.  Alternative Methods for Assessing Mediation in Multilevel Data: The Advantages of Multilevel SEM , 2011 .

[33]  S. West,et al.  Effects of sample size and nonnormality on the estimation of mediated effects in latent variable models. , 1997 .

[34]  W. R. Buckland,et al.  Selected Tables in Mathematical Statistics, Volume V , 1976 .

[35]  Michael A. Kepler,et al.  Using SAS to conduct nonparametric residual bootstrap multilevel modeling with a small number of groups , 2006, Comput. Methods Programs Biomed..

[36]  Joop J. Hox,et al.  Multilevel Regression and Multilevel Structural Equation Modeling , 2013 .

[37]  D. A. Kenny,et al.  The moderator-mediator variable distinction in social psychological research: conceptual, strategic, and statistical considerations. , 1986, Journal of personality and social psychology.

[38]  Daniel L. Murphy,et al.  Three-Level Models for Indirect Effects in School- and Class-Randomized Experiments in Education , 2009 .

[39]  B. Muthén,et al.  Growth mixture modeling , 2008 .

[40]  Karissa D. Horton,et al.  Examining School Connectedness as a Mediator of School Climate Effects , 2006 .

[41]  Daniel J. Bauer,et al.  Conceptualizing and testing random indirect effects and moderated mediation in multilevel models: new procedures and recommendations. , 2006, Psychological methods.

[42]  Harvey Goldstein,et al.  A novel bootstrap procedure for assessing the relationship between class size and achievement , 2003 .

[43]  K. Mardia.  Measures of multivariate skewness and kurtosis with applications , 1970 .

[44]  Victoria Savalei,et al.  Assessing Mediational Models: Testing and Interval Estimation for Indirect Effects , 2010, Multivariate behavioral research.

[45]  Lindsay Clare Matsumura,et al.  Literacy Coaching to Improve Student Reading Achievement: A Multi-Level Mediation Model. , 2013 .

[46]  A. Satorra,et al.  Complex Sample Data in Structural Equation Modeling , 1995 .

[47]  David P Mackinnon,et al.  Confidence Limits for the Indirect Effect: Distribution of the Product and Resampling Methods , 2004, Multivariate behavioral research.

[48]  Jacob Cohen.  Statistical Power Analysis for the Behavioral Sciences , 1969, The SAGE Encyclopedia of Research Design.

[49]  Anthony S. Bryk,et al.  Hierarchical Linear Models: Applications and Data Analysis Methods , 1992 .

[50]  Cora J. M. Maas,et al.  The effect of estimation method and sample size in multilevel structural equation modeling , 2010 .

[51]  Clement A. Stone,et al.  The robustness of estimates of total indirect effects in covariance structure models estimated by maximum , 1990 .

[52]  B. Muthén,et al.  A comparison of some methodologies for the factor analysis of non‐normal Likert variables , 1985 .